{"id":"https://openalex.org/W7214947615","doi":"https://doi.org/10.31223/x5rz2n","title":"From Pixels to Mobile Pastoral Households: Scale Mismatch, Exposure Measurement, and Inference in Mongolian Rangeland Research","display_name":"From Pixels to Mobile Pastoral Households: Scale Mismatch, Exposure Measurement, and Inference in Mongolian Rangeland Research","publication_year":2026,"publication_date":"2026-09-30","ids":{"openalex":"https://openalex.org/W7214947615","doi":"https://doi.org/10.31223/x5rz2n"},"language":"en","primary_location":{"id":"doi:10.31223/x5rz2n","doi":"https://doi.org/10.31223/x5rz2n","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5rz2n","pdf_url":"https://eartharxiv.org/repository/object/15283/download/26494/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://eartharxiv.org/repository/object/15283/download/26494/","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5122336250","display_name":"Lkhamdulam Ganbat","orcid":"https://orcid.org/0009-0004-9211-7878","observed_orcids":["https://orcid.org/0009-0004-9211-7878"]},"institutions":[{"id":"https://openalex.org/I4405268544","display_name":"Mandakh University","ror":"https://ror.org/018znna66","country_code":"MN","type":"education","lineage":["https://openalex.org/I4405268544"]}],"countries":["MN"],"is_corresponding":false,"raw_author_name":"Lkhamdulam Ganbat","raw_affiliation_strings":["School of Engineering and Economics , Mandakh University , Mongolia"],"raw_orcid":"https://orcid.org/0009-0004-9211-7878","affiliations":[{"raw_affiliation_string":"School of Engineering and Economics , Mandakh University , Mongolia","institution_ids":["https://openalex.org/I4405268544"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5153682615","display_name":"Uyanga Ganbat","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Uyanga Ganbat","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12467","display_name":"Rangeland Management and Livestock Ecology","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12467","display_name":"Rangeland Management and Livestock Ecology","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/2308","display_name":"Management, Monitoring, Policy and Law"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10111","display_name":"Remote Sensing in Agriculture","score":0.0013000000035390258,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13388","display_name":"Rangeland and Wildlife Management","score":0.0010000000474974513,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/scale-mismatch","display_name":"scale mismatch","score":0.9810000061988831},{"id":"https://openalex.org/keywords/exposure-measurement","display_name":"exposure measurement","score":0.6650000214576721},{"id":"https://openalex.org/keywords/mobile-pastoralism","display_name":"pastoral mobility","score":0.7429999709129333},{"id":"https://openalex.org/keywords/participatory-mapping","display_name":"participatory mapping","score":0.7490000128746033},{"id":"https://openalex.org/keywords/gps-tracks","display_name":"GPS tracks","score":0.6019999980926514},{"id":"https://openalex.org/keywords/temporal-aggregation","display_name":"temporal aggregation","score":0.7900000214576721},{"id":"https://openalex.org/keywords/exposure-uncertainty","display_name":"exposure uncertainty","score":0.5529999732971191}],"concepts":[{"id":"https://openalex.org/C130989795","wikidata":"https://www.wikidata.org/wiki/Q3364870","display_name":"Rangeland","level":2,"score":0.7590000033378601},{"id":"https://openalex.org/C107826830","wikidata":"https://www.wikidata.org/wiki/Q929380","display_name":"Environmental resource management","level":1,"score":0.5931000113487244},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.5407999753952026},{"id":"https://openalex.org/C122637931","wikidata":"https://www.wikidata.org/wiki/Q118084","display_name":"Unit (ring theory)","level":2,"score":0.5385000109672546},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.48730000853538513},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.4797999858856201},{"id":"https://openalex.org/C2777031145","wikidata":"https://www.wikidata.org/wiki/Q4430987","display_name":"Spatialization","level":2,"score":0.4602999985218048},{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.45249998569488525},{"id":"https://openalex.org/C2776133958","wikidata":"https://www.wikidata.org/wiki/Q7918366","display_name":"Vegetation (pathology)","level":2,"score":0.41929998993873596},{"id":"https://openalex.org/C1549246","wikidata":"https://www.wikidata.org/wiki/Q718775","display_name":"Normalized Difference Vegetation Index","level":3,"score":0.41100001335144043},{"id":"https://openalex.org/C60229501","wikidata":"https://www.wikidata.org/wiki/Q18822","display_name":"Global Positioning System","level":2,"score":0.40380001068115234},{"id":"https://openalex.org/C204983608","wikidata":"https://www.wikidata.org/wiki/Q2111958","display_name":"Productivity","level":2,"score":0.3995000123977661},{"id":"https://openalex.org/C112964050","wikidata":"https://www.wikidata.org/wiki/Q103459","display_name":"Livestock","level":2,"score":0.38940000534057617},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.38109999895095825},{"id":"https://openalex.org/C147077947","wikidata":"https://www.wikidata.org/wiki/Q1515895","display_name":"Socioeconomic status","level":3,"score":0.3799000084400177},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.3596000075340271},{"id":"https://openalex.org/C66204764","wikidata":"https://www.wikidata.org/wiki/Q219416","display_name":"Sustainability","level":2,"score":0.3564000129699707},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.34119999408721924},{"id":"https://openalex.org/C2777489503","wikidata":"https://www.wikidata.org/wiki/Q7698936","display_name":"Temporal scales","level":2,"score":0.33889999985694885},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.33180001378059387},{"id":"https://openalex.org/C206345919","wikidata":"https://www.wikidata.org/wiki/Q20380951","display_name":"Resource (disambiguation)","level":2,"score":0.32269999384880066},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.32010000944137573},{"id":"https://openalex.org/C159620131","wikidata":"https://www.wikidata.org/wiki/Q1938983","display_name":"Spatial analysis","level":2,"score":0.31610000133514404},{"id":"https://openalex.org/C158709400","wikidata":"https://www.wikidata.org/wiki/Q3578586","display_name":"Spatial ecology","level":2,"score":0.3068999946117401},{"id":"https://openalex.org/C2779276979","wikidata":"https://www.wikidata.org/wiki/Q1066997","display_name":"Weir","level":2,"score":0.3003000020980835},{"id":"https://openalex.org/C31266012","wikidata":"https://www.wikidata.org/wiki/Q6554340","display_name":"Linkage (software)","level":3,"score":0.28679999709129333},{"id":"https://openalex.org/C41856607","wikidata":"https://www.wikidata.org/wiki/Q483130","display_name":"Geographic information system","level":2,"score":0.2833000123500824},{"id":"https://openalex.org/C183135511","wikidata":"https://www.wikidata.org/wiki/Q3743137","display_name":"Natural resource management","level":3,"score":0.2757999897003174},{"id":"https://openalex.org/C13558536","wikidata":"https://www.wikidata.org/wiki/Q785116","display_name":"Cropping","level":3,"score":0.27570000290870667},{"id":"https://openalex.org/C2777904157","wikidata":"https://www.wikidata.org/wiki/Q3239189","display_name":"Grazing","level":2,"score":0.27309998869895935},{"id":"https://openalex.org/C4792198","wikidata":"https://www.wikidata.org/wiki/Q1165944","display_name":"Land use","level":2,"score":0.27230000495910645},{"id":"https://openalex.org/C114289077","wikidata":"https://www.wikidata.org/wiki/Q3284399","display_name":"Statistical model","level":2,"score":0.25870001316070557},{"id":"https://openalex.org/C64754055","wikidata":"https://www.wikidata.org/wiki/Q7574053","display_name":"Spatial contextual awareness","level":2,"score":0.25459998846054077},{"id":"https://openalex.org/C203663800","wikidata":"https://www.wikidata.org/wiki/Q848979","display_name":"Citizen journalism","level":2,"score":0.2538999915122986}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.31223/x5rz2n","doi":"https://doi.org/10.31223/x5rz2n","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5rz2n","pdf_url":"https://eartharxiv.org/repository/object/15283/download/26494/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:EA:id:15283","doi":null,"is_oa":true,"landing_page_url":"https://eartharxiv.org/repository/object/15283/download/26494/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402614","display_name":"EarthArXiv (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"EarthArXiv","raw_type":"PREPRINTS"}],"best_oa_location":{"id":"doi:10.31223/x5rz2n","doi":"https://doi.org/10.31223/x5rz2n","is_oa":true,"landing_page_url":"https://doi.org/10.31223/x5rz2n","pdf_url":"https://eartharxiv.org/repository/object/15283/download/26494/","source":null,"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"sustainable_development_goals":[{"score":0.7605999708175659,"id":"https://metadata.un.org/sdg/15","display_name":"Life on land"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7214947615.pdf","grobid_xml":"https://content.openalex.org/works/W7214947615.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W594503987","https://openalex.org/W1976888543","https://openalex.org/W2000485651","https://openalex.org/W2027544139","https://openalex.org/W2081400318","https://openalex.org/W2154997228","https://openalex.org/W2396871564","https://openalex.org/W2560136348","https://openalex.org/W2984523223","https://openalex.org/W3038811605","https://openalex.org/W3211195894","https://openalex.org/W4280591036","https://openalex.org/W4387428579","https://openalex.org/W4414321803","https://openalex.org/W7128780328","https://openalex.org/W7163550086","https://openalex.org/W7212426198"],"related_works":["https://openalex.org/W7212426198","https://openalex.org/W114077534","https://openalex.org/W7166579835","https://openalex.org/W2560657294","https://openalex.org/W7098742464","https://openalex.org/W7171363548","https://openalex.org/W2796129910","https://openalex.org/W2595071679","https://openalex.org/W2497240491","https://openalex.org/W2338726424"],"abstract_inverted_index":{"Spatially":[0],"explicit":[1,166],"Earth-observation":[2],"products":[3],"and":[4,14,42,65,93,107,127,168,175,194],"machine-learning":[5],"models":[6],"increasingly":[7],"support":[8],"detailed":[9],"monitoring":[10],"of":[11,63],"vegetation":[12],"productivity":[13,150],"land-surface":[15],"dynamics":[16],"across":[17],"Mongolia.":[18],"Yet":[19],"the":[20,27,35,43,136,139],"spatial":[21,167],"unit":[22,37,45,125],"observed":[23],"by":[24,31,154],"a":[25,32,61,74,147,186],"satellite,":[26],"area":[28],"actually":[29],"grazed":[30],"mobile":[33,198],"herd,":[34],"administrative":[36],"used":[38,46],"in":[39,47,68,197],"official":[40],"statistics,":[41],"household":[44,91,96],"socioeconomic":[48,195],"surveys":[49],"are":[50],"rarely":[51],"identical.":[52],"This":[53],"methodological":[54],"study":[55,140],"formalizes":[56],"that":[57,77],"scale":[58],"mismatch":[59],"as":[60,135,185],"source":[62],"exposure-measurement":[64],"inferential":[66],"error":[67],"linked":[69],"rangeland\u2013livelihood":[70],"research.":[71],"It":[72],"develops":[73],"pixel-to-household":[75],"framework":[76,99,182],"separates":[78],"five":[79],"objects:":[80],"remotely":[81,148],"sensed":[82,149],"environmental":[83],"signals,":[84],"ecological":[85],"interpretation,":[86],"seasonal":[87],"grazing":[88],"locations,":[89],"mobility-weighted":[90],"exposure,":[92],"livestock":[94,124],"or":[95,159],"outcomes.":[97],"The":[98,161,181],"identifies":[100],"four":[101],"recurrent":[102],"mismatches\u2014pixel-to-pasture,":[103],"residence-to-grazing-area,":[104],"temporal":[105,169],"aggregation,":[106],"administrative-boundary":[108],"mismatch\u2014and":[109],"specifies":[110],"alternative":[111,178],"procedures":[112],"for":[113,190],"constructing":[114],"exposure":[115,129,158,173],"weights":[116],"using":[117],"GPS":[118],"tracks,":[119],"participatory":[120],"mapping,":[121],"seasonal-location":[122],"surveys,":[123],"weighting,":[126],"probabilistic":[128],"surfaces.":[130],"Using":[131],"Mongolian":[132],"rangeland":[133],"research":[134],"application":[137],"domain,":[138],"shows":[141],"why":[142],"strong":[143],"predictive":[144],"agreement":[145],"with":[146],"proxy":[151],"does":[152],"not":[153],"itself":[155],"establish":[156],"household-level":[157],"causality.":[160],"resulting":[162],"design":[163,188],"standards":[164],"emphasize":[165],"support,":[170],"structured":[171],"validation,":[172],"uncertainty,":[174],"sensitivity":[176],"to":[177],"linkage":[179],"rules.":[180],"is":[183],"intended":[184],"technical":[187],"tool":[189],"remote-sensing,":[191],"ecological,":[192],"livestock,":[193],"studies":[196],"pastoral":[199],"systems":[200]},"counts_by_year":[],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2026-10-01T00:00:00"}
